Zepeng Zhang

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I am a PhD student at École Polytechnique Fédérale de Lausanne (EPFL). I work in the Intelligent Maintenance and Operations Systems (IMOS) Lab under the supervision of Prof. Olga Fink. Currently, I am at Télécom Paris, Institut Polytechnique de Paris, working with Prof. Jhony H. Giraldo.

Previously, I received my master’s degree at ShanghaiTech University and B.Eng. degree from Wuhan University (WHU). I also had the opportunity to visit Peking University (PKU) and City University of HongKong (CityU) as a research intern.

My current research focuses on Generative Model and Graph Machine Learning. Feel free to contact me if you have anything would like to discuss!

news

May 20, 2025 Our paper “Weighted Sum-Rate Maximization using MM: Convergence Rate and Deep Adaptation” has been accepted by EUSIPCO 2025.
Apr 13, 2025 I have joined Prof. Jhony H. Giraldo’s group at Télécom Paris, Institut Polytechnique de Paris as a visiting student.
Dec 09, 2024 Our work on “Domain Adaptive Unfolded Graph Neural Networks” has been accepted by AAAI 2025.
Sep 12, 2024 Our work on “Graph Neural Networks with Adaptive Structures” has been accepted by IEEE Journal of Selected Topics in Signal Processing.

Selected Publications

  1. AAAI
    Domain Adaptive Unfolded Graph Neural Networks
    Zepeng Zhang and Olga Fink
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2025
  2. JSTSP
    Graph Neural Networks With Adaptive Structures
    Zepeng Zhang, Songtao Lu, Zengfeng Huang, Ziping Zhao
    IEEE Journal of Selected Topics in Signal Processing, 2024
  3. arXiv
    Discerning and enhancing the weighted sum-rate maximization algorithms in communications
    Zepeng Zhang, Ziping Zhao, Kaiming Shen, Daniel P Palomar, Wei Yu
    arXiv preprint arXiv:2311.04546, 2023